{"id":"https://openalex.org/W2791007415","doi":"https://doi.org/10.1109/iww-bci.2018.8311496","title":"Exploiting the temporal structure of EEG data for SSVEP detection","display_name":"Exploiting the temporal structure of EEG data for SSVEP detection","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2791007415","doi":"https://doi.org/10.1109/iww-bci.2018.8311496","mag":"2791007415"},"language":"en","primary_location":{"id":"doi:10.1109/iww-bci.2018.8311496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iww-bci.2018.8311496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 6th International Conference on Brain-Computer Interface (BCI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112468010","display_name":"G R Kiran Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"facility","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"G.R. Kiran Kumar","raw_affiliation_strings":["Department of Applied Mechanics, Indian Institute of Technology Madras, Chennai, Tamil Nadu, IN"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mechanics, Indian Institute of Technology Madras, Chennai, Tamil Nadu, IN","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001607517","display_name":"M. Ramasubba Reddy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M Ramasubba Reddy","raw_affiliation_strings":["Department of Applied Mechanics, Indian Institute of Technology, Chennai, Tamil Nadu, IN"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mechanics, Indian Institute of Technology, Chennai, Tamil Nadu, IN","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5112468010"],"corresponding_institution_ids":["https://openalex.org/I24676775"],"apc_list":null,"apc_paid":null,"fwci":0.4938,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61089684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.7573002576828003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7028143405914307},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6709835529327393},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6537109017372131},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6006379127502441},{"id":"https://openalex.org/keywords/component-analysis","display_name":"Component analysis","score":0.5840135812759399},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5593354105949402},{"id":"https://openalex.org/keywords/spatial-filter","display_name":"Spatial filter","score":0.530731737613678},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5024878978729248},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.4925113618373871},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.44308969378471375},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.4396211802959442},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3807094991207123},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.253112256526947}],"concepts":[{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.7573002576828003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7028143405914307},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6709835529327393},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6537109017372131},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6006379127502441},{"id":"https://openalex.org/C2780692498","wikidata":"https://www.wikidata.org/wiki/Q16950721","display_name":"Component analysis","level":2,"score":0.5840135812759399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5593354105949402},{"id":"https://openalex.org/C121475858","wikidata":"https://www.wikidata.org/wiki/Q2735911","display_name":"Spatial filter","level":2,"score":0.530731737613678},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5024878978729248},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.4925113618373871},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.44308969378471375},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.4396211802959442},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3807094991207123},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.253112256526947},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iww-bci.2018.8311496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iww-bci.2018.8311496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 6th International Conference on Brain-Computer Interface (BCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5199999809265137},{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2055264244","https://openalex.org/W2079223014","https://openalex.org/W2098725211","https://openalex.org/W2107549039","https://openalex.org/W2123911240","https://openalex.org/W2142638745","https://openalex.org/W2148534488","https://openalex.org/W2150825261","https://openalex.org/W2157050350","https://openalex.org/W2168572392","https://openalex.org/W2178099841","https://openalex.org/W3149679044","https://openalex.org/W6678655602"],"related_works":["https://openalex.org/W2295974754","https://openalex.org/W1971575144","https://openalex.org/W2369494890","https://openalex.org/W2139404519","https://openalex.org/W1513845058","https://openalex.org/W2121025724","https://openalex.org/W2124634097","https://openalex.org/W2393502243","https://openalex.org/W2897887562","https://openalex.org/W3112853371"],"abstract_inverted_index":{"Traditional":[0],"multichannel":[1],"detection":[2,99,115],"algorithms":[3],"use":[4],"reference":[5],"signals":[6],"that":[7,73],"are":[8],"a":[9,80],"generalisation":[10],"of":[11,25,42,101],"the":[12,22,26,29,40,58,74],"steady-state":[13],"visual":[14],"evoked":[15],"potential":[16],"(SSVEP)":[17],"components.":[18],"This":[19],"leads":[20],"to":[21,56,64,129],"suboptimal":[23],"performance":[24],"algorithms.":[27],"For":[28],"first":[30],"time,":[31],"periodic":[32,75],"component":[33,76],"analysis":[34,68,77],"(nCA)":[35],"has":[36],"been":[37],"applied":[38],"for":[39,84],"extraction":[41],"SSVEP":[43,85],"components":[44],"from":[45,50,118],"background":[46],"electroencephalogram":[47],"(EEG).":[48],"Data":[49],"six":[51],"test":[52],"subjects":[53],"were":[54],"used":[55],"evaluate":[57],"proposed":[59],"method":[60],"and":[61,87,112,125],"compare":[62],"it":[63],"standard":[65],"canonical":[66],"correlation":[67],"(CCA).":[69],"The":[70,97,114],"results":[71],"demonstrate":[72],"acts":[78],"as":[79],"reliable":[81,121],"spatial":[82],"filter":[83],"extraction,":[86],"significantly":[88],"outperforms":[89],"traditional":[90],"CCA":[91,106],"even":[92],"in":[93],"low":[94],"SNR":[95],"conditions.":[96],"mean":[98],"accuracy":[100],"nCA":[102,119],"was":[103],"higher":[104],"than":[105],"across":[107],"subjects,":[108],"various":[109],"window":[110],"lengths":[111],"harmonics.":[113],"scores":[116],"obtained":[117],"provide":[120],"discrimination":[122],"between":[123],"control":[124],"idle":[126],"states":[127],"compared":[128],"CCA.":[130]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
